Use this documentation to install and configure Semarchy's plug-in for Amazon Rekognition Moderating Images service.
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Everybody likes using artificial intelligence and machine learning these days, don't they? We're no different. Semarchy is jumping on the AI bandwagon!As part of our strategy to embrace machine learning and AI in more ways, Semarchy is adding AI functionality to xDM as well.
Amazon has been democratizing AI and selling their resulting services. We can benefit from the new Amazon Rekognition service that analyzes images sent to its API and returns information about the image, such as detecting adult content and labels for the content of the images.
This particular article outlines a plug-in enricher Semarchy has built to take advantage of Amazon Rekognition's Moderating Images service that tells you whether there is any adult offensive content in an image.
Plug-ins features
You pass an Semarchy's plug-in takes an S3 image URL from S3 into Rekognition and passes it into Rekognition which classifies the image according to its Moderating Image service.
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See Amazon's documentation on the Moderating Images for details about this service: Moderating ImagesImages documentation |
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Plug-in Prerequisites
- Download the plug-in binary file using this link: Download plug-in.
- Following Follow these instructions for installing your plug-in: How to install an external plug-in.
- Prior to using this plug-in, you will need to set up an IAM user with the right IAM roles to access the Amazon Rekognition service. Follow the instructions on Amazon Rekognition's documentation: Authentication and Access Control for Amazon Rekognition.
Plug-In Reference Guide
The following sections detail the parameters, inputs and outputs of the plugin.
Advanced Configuration
The plug-ins enrichers provide options for optimizing and configuring their execution.
| Configuration Name | Description |
|---|---|
| Max Retries | If the execution of the plug-in fails, it is repeated for this number of times. |
| Behavior on Error | If the execution still fails after the Max Retries have been attempted, the plug-in either skips the current record, skips the entire enrichment task, or stops the whole job, depending on this property. |
| Thread Pool Size | This property defines the number of parallel threads used by this plug-in. This option is taken into account if the plug-in used is thread safe and declared as such. |
Plug-in Parameters
The following table lists the plug-in parameters.
| Parameter Name | Mandatory | Type | Description | Sample Value |
|---|---|---|---|---|
| AWS Access Key ID | Yes | String | Provide the Access Key ID which is generated when a user is created in AWS Identity and Access Management (IAM). | AKIAIOSFODNN7EXAMPLE |
| AWS Secret Access Key | Yes | String | Provide the Secret Access Key which is generated when a user is created in AWS Identity and Access Management (IAM). | wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY |
| Region | Yes | String | Specify in which region you want to use Amazon Rekognition. For example, valid regions include: us-east-1 (US East Northern Virginia), us-west-2 (US West Oregon) and eu-west-1 (EU Ireland) regions. See Amazon docs. | us-east-1 |
Plug-in Inputs
The following table lists the plug-in inputs.
| Parameter Name | Mandatory | Type | Description | Sample Value |
|---|---|---|---|---|
| Image URL | Yes | String | Image stored in S3 to send to Amazon Rekognition for moderation | https://s3.amazonaws.com/semarchy-tutorials/10001-MAIN.jpg |
| Minimum confidence | No | Float | Specifies the minimum confidence level for the labels to return. Amazon Rekognition doesn't return any labels with a confidence level lower than this specified value. Valid Range: Min 0. Max 100. Plug-in defaults to 0. | 50 |
Plug-in Outputs
The following tables list the plug-in outputs.
The output consists of a result status, boolean classification, and confidence scores.
| Parameter Name | Type | Description | Sample Value |
|---|---|---|---|
| Is Explicit Nudity | Boolean | Boolean returned. In Oracle, represented by the data type varchar2 and the value 1. See Sample Value. | '1' |
| Explicit Nudity Confidence Score | Float | A confidence value between 0 and 100 that indicates the percentage confidence that Amazon Rekognition has that the label is correct. See Amazon Rekognition documentation for more details: Moderating Images Documentation. | 97.06847381591797 |
| Is Nudity | Boolean | Boolean returned. In Oracle, represented by the data type varchar2 and the value 1. See Sample Value. | '1' |
| Nudity Confidence Score | Float | A confidence value between 0 and 100 that indicates the percentage confidence that Amazon Rekognition has that the label is correct. See Amazon Rekognition documentation for more details: Moderating Images Documentation. | 97.06847381591797 |
| Is Graphic Male Nudity | Boolean | Boolean returned. In Oracle, represented by the data type varchar2 and the value 1. See Sample Value. | '1' |
| Graphic Male Nudity Confidence Score | Float | A confidence value between 0 and 100 that indicates the percentage confidence that Amazon Rekognition has that the label is correct. See Amazon Rekognition documentation for more details: Moderating Images Documentation. | 97.06847381591797 |
| Is Graphic Female Nudity | Boolean | Boolean returned. In Oracle, represented by the data type varchar2 and the value 1. See Sample Value. | '1' |
| Graphic Female Nudity Confidence Score | Float | A confidence value between 0 and 100 that indicates the percentage confidence that Amazon Rekognition has that the label is correct. See Amazon Rekognition documentation for more details: Moderating Images Documentation. | 97.06847381591797 |
| Is Sexual Activity | Boolean | Boolean returned. In Oracle, represented by the data type varchar2 and the value 1. See Sample Value. | '1' |
| Sexual Activity Confidence Score | Float | A confidence value between 0 and 100 that indicates the percentage confidence that Amazon Rekognition has that the label is correct. See Amazon Rekognition documentation for more details: Moderating Images Documentation. | 97.06847381591797 |
| Is Partial Nudity | Boolean | Boolean returned. In Oracle, represented by the data type varchar2 and the value 1. See Sample Value. | '1' |
| Partial Nudity Confidence Score | Float | A confidence value between 0 and 100 that indicates the percentage confidence that Amazon Rekognition has that the label is correct. See Amazon Rekognition documentation for more details: Moderating Images Documentation. | 97.06847381591797 |
| Is Suggestive | Boolean | Boolean returned. In Oracle, represented by the data type varchar2 and the value 1. See Sample Value. | '1' |
| Suggestive Confidence Score | Float | A confidence value between 0 and 100 that indicates the percentage confidence that Amazon Rekognition has that the label is correct. See Amazon Rekognition documentation for more details: Moderating Images Documentation. | 97.06847381591797 |
| Is Female Swimwear Or Underwear | Boolean | Boolean returned. In Oracle, represented by the data type varchar2 and the value 1. See Sample Value. | '1' |
| Female Swimwear Or Underwear Confidence Score | Float | A confidence value between 0 and 100 that indicates the percentage confidence that Amazon Rekognition has that the label is correct. See Amazon Rekognition documentation for more details: Moderating Images Documentation. | 97.06847381591797 |
| Is Male Swimwear Or Underwear | Boolean | Boolean returned. In Oracle, represented by the data type varchar2 and the value 1. See Sample Value. | '1' |
| Male Swimwear Or Underwear Confidence Score | Float | A confidence value between 0 and 100 that indicates the percentage confidence that Amazon Rekognition has that the label is correct. See Amazon Rekognition documentation for more details: Moderating Images Documentation. | 97.06847381591797 |
| Is Revealing Clothes | Boolean | Boolean returned. In Oracle, represented by the data type varchar2 and the value 1. See Sample Value. | '1' |
| Revealing Clothes Confidence Score | Float | A confidence value between 0 and 100 that indicates the percentage confidence that Amazon Rekognition has that the label is correct. See Amazon Rekognition documentation for more details: Moderating Images Documentation. | 97.06847381591797 |
| Status | String | Status code to inform whether successful call to Rekognition. If NULL, call failed. | Ok |
Obtaining Help
If you have trouble with this plug-in, there are many ways to access the Semarchy Technical Support. The easiest is to email our global Technical Support Center (support@semarchy.com).
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